Undergraduate Course: User Modelling (Level 10) (INFR10027)
Course Outline
| School | School of Informatics |
College | College of Science and Engineering |
| Credit level (Normal year taken) | SCQF Level 10 (Year 4 Undergraduate) |
Availability | Available to all students |
| SCQF Credits | 10 |
ECTS Credits | 5 |
| Summary | User modelling studies tools and techniques for constructing interactive computer systems that can be adapted, or can adapt themselves, to the skills, knowledge and needs of their users. It draws on Human-Computer Interaction (particularly intelligent interfaces and cognitive engineering), Artificial Intelligence (particularly knowledge-based systems), the Instructional Sciences (particularly computer-based tutoring systems), Linguistics (particularly dialogue models), and Information Retrieval. |
| Course description |
* Architectures for personalisation
* Capturing user information: active vs passive techniques
* Processing user information: machine learning and inference
* Evaluation of user modelling
* Security, privacy, scrutability, interoperability
* Social and collaborative filtering
* Student modelling
* Cognitive models for learning systems
* Affective models for learning systems
Relevant QAA Computing Curriculum Sections: Artificial Intelligence, Human-Computer Interaction (HCI), Intelligent Information Systems Technologies
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Information for Visiting Students
| Pre-requisites | None |
Course Delivery Information
| Not being delivered |
Learning Outcomes
1 - Demonstrate, in writing, knowledge of the issues and problems in user modelling;
2 - demonstrate understanding of modelling techniques by diagnosing problems in relations between users---particularly students---and adaptive systems;
3 - use design principles and methodologies in solving simple user modelling problems;
4 - demonstrate awareness of current areas of research by locating and summarising examples of recent progress.
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Reading List
* No one textbook is recommended for this course.
* A set of readings is made available at the beginning of semester. |
Contacts
| Course organiser | Dr Amos Storkey
Tel: (0131 6)51 1208
Email: A.Storkey@ed.ac.uk |
Course secretary | Miss Kate Weston
Tel: (0131 6)50 2692
Email: Kate.Weston@ed.ac.uk |
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